Feature Name | Class | Elev. meters | County | Latitude DMS | Longitude DMS |
| Prentiss (historical) | Populated Place | 42 | Bolivar | 33 44 00 N | 091 08 20 W |
| Prentiss Baptist Church | Church | 114 | Jefferson Davis | 31 36 08 N | 089 52 02 W |
| Prentiss Bar | Bar | 44 | Bolivar | 33 45 58 N | 091 05 57 W |
| Prentiss Cemetery | Cemetery | 116 | Jefferson Davis | 31 36 18 N | 089 52 00 W |
| Prentiss Cemetery | Cemetery | 92 | Jefferson Davis | 31 35 22 N | 089 51 35 W |
| Prentiss Christian School | School | 127 | Jefferson Davis | 31 35 54 N | 089 52 42 W |
| Prentiss Church | Church | 101 | Jefferson Davis | 31 36 55 N | 089 50 57 W |
| Prentiss Church | Church | 126 | Jefferson Davis | 31 35 21 N | 089 51 10 W |
| Prentiss City Hall | Building | 102 | Jefferson Davis | 31 36 00 N | 089 51 51 W |
| Prentiss Country Club | Locale | 115 | Jefferson Davis | 31 37 20 N | 089 50 45 W |
| Prentiss County | Civil | 149 | Prentiss | 34 37 55 N | 088 33 28 W |
| Prentiss County Courthouse | Building | 160 | Prentiss | 34 39 22 N | 088 33 45 W |
| Prentiss County Home (historical) | Building | 165 | Prentiss | 34 42 24 N | 088 30 35 W |
| Prentiss County Memorial Gardens | Cemetery | 123 | Prentiss | 34 33 58 N | 088 37 57 W |
| Prentiss County Vocational School | School | 153 | Prentiss | 34 40 11 N | 088 34 05 W |
| Prentiss Elementary School | School | 117 | Jefferson Davis | 31 36 15 N | 089 52 00 W |
| Prentiss High School | School | 119 | Jefferson Davis | 31 36 15 N | 089 52 02 W |
| Prentiss Institute | School | 106 | Jefferson Davis | 31 35 31 N | 089 51 25 W |
| Prentiss Lagoon Dam | Dam | 87 | Jefferson Davis | 31 34 19 N | 089 53 12 W |
| Prentiss Lagoon Dam | Dam | 93 | Jefferson Davis | 31 35 13 N | 089 52 00 W |
| Prentiss Landing | Locale | 42 | Bolivar | 33 46 25 N | 091 03 50 W |
| Prentiss Lookout Tower | Tower | 178 | Prentiss | 34 42 43 N | 088 39 48 W |
| Prentiss Mound | Summit | 30 | Sunflower | 33 17 49 N | 090 37 36 W |
| Prentiss School | School | 85 | Jones | 31 41 43 N | 089 08 41 W |
| Prentiss School (historical) | School | 136 | Prentiss | 34 32 22 N | 088 42 10 W |
| Prentiss Sewage Lagoon Dam | Dam | 94 | Jefferson Davis | 31 35 19 N | 089 51 42 W |
| Prentiss-Jefferson Davis County Airport | Airport | 141 | Jefferson Davis | 31 35 48 N | 089 54 24 W |
| Presbyterian Church Lakes Dam | Dam | 99 | Simpson | 32 03 43 N | 090 08 36 W |
| Presbyterian Church Lakes Dam | Dam | 97 | Simpson | 32 03 49 N | 090 08 30 W |
| Presbyterian Church of Sardis | Church | 115 | Panola | 34 26 03 N | 089 54 56 W |
| Presbyterian Lake Dam | Dam | 81 | Monroe | 33 54 00 N | 088 34 00 W |
| Presbyterian Seminary of Learning (historical) | School | 33 | Claiborne | 31 57 45 N | 090 58 59 W |
| Prescot School (historical) | School | 105 | Pike | 31 05 53 N | 090 26 45 W |
| Prescott Cemetery | Cemetery | 116 | Amite | 31 05 02 N | 090 33 38 W |
| Prescott Cemetery | Cemetery | 110 | Pike | 31 06 21 N | 090 26 00 W |
| Prescott Lake Dam | Dam | 70 | Stone | 30 53 01 N | 089 06 30 W |
| President Broadwater Golf Club | Locale | 8 | Harrison | 30 24 03 N | 088 57 56 W |
| Presidential Hills (subdivision) | Populated Place | 81 | Hinds | 32 22 16 N | 090 15 40 W |
| Presidential Hills Park | Park | 80 | Hinds | 32 21 52 N | 090 15 52 W |
| Presley Cemetery | Cemetery | 134 | Attala | 33 04 35 N | 089 34 47 W |
| Presley Circle (subdivision) | Populated Place | 101 | Lee | 34 16 52 N | 088 42 40 W |
| Presley Pond | Lake | 3 | Jackson | 30 28 47 N | 088 32 02 W |
| Presley Watts Cemetery | Cemetery | 83 | Covington | 31 27 10 N | 089 30 57 W |
| Presleys Airport | Airport | 70 | Holmes | 32 53 45 N | 089 58 00 W |
| Pressley Branch | Stream | | Tippah | 34 55 46 N | 088 58 18 W |
| Pressly Place (subdivision) | Populated Place | 98 | Oktibbeha | 33 28 52 N | 088 48 30 W |
| Preston | Populated Place | 165 | Kemper | 32 52 57 N | 088 49 44 W |
| Preston (historical) | Locale | 116 | Yalobusha | 33 56 18 N | 089 54 43 W |
| Preston Church | Church | 109 | Yalobusha | 33 56 04 N | 089 54 36 W |
| Preston Post Office | Post Office | 163 | Kemper | 32 52 53 N | 088 49 40 W |
| Preston School | School | 161 | Kemper | 32 52 52 N | 088 50 08 W |
| Preston School | School | 108 | Yalobusha | 33 56 06 N | 089 54 35 W |
| Pretty Branch | Stream | | Lawrence | 31 37 25 N | 090 05 48 W |
| Pretty Creek | Stream | | Adams | 31 22 13 N | 091 13 32 W |
| Pretty Creek | Stream | | Jefferson | 31 37 22 N | 090 54 48 W |
| Pretty Creek Oil Field | Oilfield | 59 | Adams | 31 23 31 N | 091 13 05 W |
| Prevost Catfish Ponds Dam | Dam | 32 | Washington | 33 13 42 N | 090 55 06 W |
| Prewitt School (historical) | School | 43 | Sunflower | 33 47 25 N | 090 35 19 W |
| Price Bridge | Bridge | 100 | Lafayette | 34 15 34 N | 089 21 32 W |
| Price Cemetery | Cemetery | 123 | Jefferson Davis | 31 37 30 N | 089 45 28 W |
| Price Cemetery | Cemetery | 103 | Lee | 34 19 58 N | 088 45 17 W |
| Price Cemetery | Cemetery | 132 | Lincoln | 31 23 37 N | 090 19 11 W |
| Price Cemetery | Cemetery | 129 | Lincoln | 31 24 06 N | 090 26 39 W |
| Price Creek | Stream | | Lawrence | 31 42 23 N | 090 06 05 W |
| Price Creek | Stream | | Pearl River | 30 39 52 N | 089 41 14 W |
| Price Creek | Stream | | Warren | 32 09 47 N | 090 50 59 W |
| Price Elementary School | School | 67 | Adams | 31 33 60 N | 091 23 22 W |
| Price Memorial Cemetery | Cemetery | 67 | Stone | 30 50 08 N | 089 12 47 W |
| Price Memorial Cemetery | Cemetery | 68 | Stone | 30 50 05 N | 089 12 28 W |
| Price School (historical) | School | 120 | Jefferson Davis | 31 31 51 N | 089 42 12 W |
| Price School (historical) | School | 33 | Sunflower | 33 19 48 N | 090 39 36 W |
| Pricedale | Populated Place | 102 | Pike | 31 17 26 N | 090 17 41 W |
| Prices Chapel | Church | 30 | Yazoo | 32 52 50 N | 090 40 29 W |
| Priceville | Populated Place | 97 | Lee | 34 15 27 N | 088 39 44 W |
| Priceville Cemetery | Cemetery | 110 | Lee | 34 16 00 N | 088 39 27 W |
| Priceville Church | Church | 109 | Lee | 34 16 04 N | 088 39 31 W |
| Prichard | Populated Place | 56 | Tunica | 34 41 58 N | 090 14 39 W |
| Prichard Cemetery | Cemetery | 98 | Madison | 32 37 10 N | 089 56 44 W |
| Priddy Airport | Airport | 26 | Sharkey | 32 44 20 N | 090 53 02 W |
| Priest Bayou | Stream | | Jackson | 30 19 11 N | 088 29 37 W |
| Priest Creek Missionary Baptist Church | Church | 47 | Forrest | 31 16 43 N | 089 15 49 W |
| Priests Creek | Stream | | Forrest | 31 16 04 N | 089 13 52 W |
| Primitive Baptist Church of Bethel (historical) | Church | 145 | Pontotoc | 34 05 32 N | 088 58 44 W |
| Primitive Cemetery | Cemetery | 112 | Carroll | 33 35 38 N | 089 50 05 W |
| Primitive Church | Church | 103 | Grenada | 33 44 34 N | 089 51 28 W |
| Primmton (historical) | Locale | 92 | Wilkinson | 31 02 11 N | 091 23 30 W |
| Primrose (historical) | Locale | 106 | Pontotoc | 34 11 54 N | 088 57 30 W |
| Prince Chapel | Populated Place | 149 | Kemper | 32 54 15 N | 088 54 23 W |
| Prince of Peace Lutheran Church | Church | 101 | DeSoto | 34 58 46 N | 090 00 59 W |
| Prince of Peace Lutheran Church | Church | 71 | Lowndes | 33 33 27 N | 088 25 59 W |
| Prince of Peace Lutheran Church | Church | 119 | Oktibbeha | 33 27 39 N | 088 48 07 W |
| Princeton (historical) | Populated Place | 35 | Washington | 33 03 03 N | 091 07 10 W |
| Princeton Landing | Locale | 30 | Washington | 33 03 03 N | 091 07 16 W |
| Pringle Branch | Stream | | Rankin | 32 13 23 N | 090 05 21 W |
| Pringle Community Center | Building | 2 | Harrison | 30 24 30 N | 088 52 54 W |
| Priscilla | Populated Place | 40 | Washington | 33 30 57 N | 090 58 59 W |
| Prismatic | Populated Place | 147 | Kemper | 32 35 30 N | 088 44 18 W |
| Pritchard Cemetery | Cemetery | 85 | Tate | 34 42 09 N | 089 56 08 W |
| Pritchard Lake Dam | Dam | 103 | Prentiss | 34 28 24 N | 088 34 18 W |
| Pritchard School | School | 119 | Lafayette | 34 26 44 N | 089 16 15 W |
| Proctor Lake | Reservoir | 65 | Clay | 33 37 23 N | 088 42 05 W |
| Proctor Lake Dam | Dam | 64 | Clay | 33 37 18 N | 088 42 06 W |
| Proctor Plantation (historical) | Locale | 12 | Pearl River | 30 27 46 N | 089 40 40 W |
| Progress | Populated Place | 128 | Jefferson Davis | 31 32 07 N | 089 56 16 W |
| Progress | Populated Place | 43 | Perry | 31 04 35 N | 088 51 22 W |
| Progress | Populated Place | 113 | Pike | 31 02 47 N | 090 19 36 W |
| Progress Baptist Church | Church | 113 | Pike | 31 02 45 N | 090 19 35 W |
| Progress Cemetery | Cemetery | 106 | Jefferson Davis | 31 31 33 N | 089 41 34 W |
| Progress Cemetery | Cemetery | 122 | Jefferson Davis | 31 31 58 N | 089 56 04 W |
| Progress Cemetery | Cemetery | 112 | Pike | 31 02 42 N | 090 19 40 W |